AI development for legal teams
We build AI for US law firms and legaltech companies: contract review, clause extraction, document analysis, and research copilots that cite their sources so a lawyer can verify every claim.
No sales script. You talk to the engineers who'd build it.
Our team works a shifted day so you get real-time standups and same-day turnarounds across US time zones, not next-morning replies.
Every line of code, model weight, and prompt is yours from day one. NDAs and clean IP assignment are standard, not an upsell.
You work directly with the engineers building your system. No account managers sitting between you and the people writing code.
We move from scoping to a working system in production in weeks. Most engagements ship something usable inside the first month.
What we build
Concrete systems we ship, tuned to your data and your stack.
Contract review
Flag risky clauses, missing terms, and deviations from your playbook with the source text attached.
Clause extraction
Turn a folder of agreements into structured, searchable data your team can actually query.
Research copilots
Assistants that draft from your matter documents and link every assertion back to the source.
Intake & triage
Sort and summarize incoming matters so the right person picks them up faster.
How we work
Scope & evals
We pin down what success means and build the evaluation set before writing the feature, so quality is measured, not guessed.
Build in the open
Weekly demos against real data. You see progress every week and can change direction before it gets expensive.
Ship & instrument
We deploy with logging, cost tracking, and guardrails in place, then tune against production traffic.
Hand off or stay
Take the keys with full docs, or keep us on for iteration. Either way you're never locked in.
Questions, answered
How do you stop the AI from fabricating case law?
+
We ground every answer in documents you provide and show the citation next to each claim. If the source isn't there, the system says so rather than inventing one.
Is client data kept confidential?
+
Yes. We use zero-retention model endpoints, keep data inside infrastructure you control, and sign confidentiality terms before touching anything.
Can it learn our firm's playbook?
+
Yes. We encode your standard positions and preferred language so review flags deviations from how your firm actually works, not a generic template.
Will a lawyer still need to review the output?
+
Always, and the tool is built to make that fast. It surfaces evidence and drafts; the lawyer stays accountable for the judgment.
Let's scope your build.
Tell us what you're trying to ship. We'll tell you honestly whether AI is the right tool and what it would take.
Start the conversation